{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1d827bbddb16e089",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "学习目标\n",
    "- 掌握给图形添加辅助功能(如：标注、x,y轴名称、标题等)\n",
    "- 知道图形的保存\n",
    "- 知道如何多次plot绘制图形\n",
    "- 知道如何多个坐标系显示图形\n",
    "- 知道折线图的应用场景\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c3fd37dba4fc086",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "# 1 完善原始折线图，增加辅助功能\n",
    "需求：画出某城市11点到12点1小时内每分钟的温度变化折线图，温度范围在15度~18度\n",
    "## 1.1 准备数据并画出初始折线图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "60dd15deb29abdbc",
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-02-20T07:21:50.109361600Z",
     "start_time": "2024-02-20T07:21:50.019383800Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import random\n",
    "\n",
    "# 画出温度变化图\n",
    "\n",
    "# 0.准备x, y坐标的数据\n",
    "x = range(60)\n",
    "y_shanghai = [random.uniform(15, 18) for i in x]\n",
    "\n",
    "# 1.创建画布\n",
    "plt.figure(figsize=(20, 8), dpi=80)\n",
    "\n",
    "# 2.绘制折线图\n",
    "plt.plot(x, y_shanghai)\n",
    "\n",
    "# 3.显示图像\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c4d7bd470e75caa3",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "## 1.2 添加自定义x,y刻度\n",
    "- plt.xticks(x, **kwargs)\n",
    "    - x:要显示的刻度值\n",
    "- plt.yticks(y, **kwargs)\n",
    "    - y:要显示的刻度值\n",
    "## 1.3 中文显示问题解决\n",
    "```python\n",
    "from pylab import mpl\n",
    "# 设置显示中文字体\n",
    "mpl.rcParams[\"font.sans-serif\"] = [\"SimHei\"]\n",
    "# 设置正常显示符号\n",
    "mpl.rcParams[\"axes.unicode_minus\"] = False\n",
    "```\n",
    "## 1.4 添加网格显示\n",
    "```python\n",
    "plt.grid(True, linestyle='--', alpha=0.5)\n",
    "```\n",
    "## 1.5 添加描述信息\n",
    "添加x轴、y轴描述信息及标题\n",
    "> 通过fontsize参数可以修改图像中字体的大小\n",
    "```python\n",
    "plt.xlabel(\"时间\")\n",
    "plt.ylabel(\"温度\")\n",
    "plt.title(\"中午11点0分到12点之间的温度变化图示\", fontsize=20)\n",
    "```\n",
    "## 1.6 图像保存\n",
    "```python\n",
    "# 保存图片到指定路径\n",
    "plt.savefig(\"test.png\") # .pdf也可以\n",
    "```\n",
    "- 注意：plt.show()会释放figure资源，如果在显示图像之后保存图片将只能保存空图片。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b60e8e37090f90bc",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "## 1.7完整代码"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "36b24e7556a49355",
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-02-20T07:21:50.300797Z",
     "start_time": "2024-02-20T07:21:50.106360900Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import random\n",
    "## 1.3 中文显示问题解决\n",
    "from pylab import mpl\n",
    "\n",
    "# 设置显示中文字体\n",
    "mpl.rcParams[\"font.sans-serif\"] = [\"SimHei\"]\n",
    "# 设置正常显示符号\n",
    "mpl.rcParams[\"axes.unicode_minus\"] = False\n",
    "# 画出温度变化图\n",
    "\n",
    "# 0.准备数据\n",
    "x = range(60)\n",
    "y_shanghai = [random.uniform(15, 18) for i in x]\n",
    "\n",
    "# 1.创建画布\n",
    "plt.figure(figsize=(20, 8), dpi=80)\n",
    "\n",
    "# 2.绘制折线图\n",
    "plt.plot(x, y_shanghai)\n",
    "\n",
    "## 1.2 添加自定义x,y刻度\n",
    "# 构造x轴刻度标签\n",
    "x_ticks_label = [\"11点{}分\".format(i) for i in x]\n",
    "# 构造y轴刻度\n",
    "y_ticks = range(40)\n",
    "\n",
    "# 修改x,y轴坐标的刻度显示\n",
    "plt.xticks(x[::5], x_ticks_label[::5])\n",
    "plt.yticks(y_ticks[::5])\n",
    "\n",
    "## 1.4 添加网格显示\n",
    "plt.grid(True, linestyle='--', alpha=0.5)\n",
    "\n",
    "## 1.5 添加描述信息\n",
    "plt.xlabel(\"时间\")\n",
    "plt.ylabel(\"温度\")\n",
    "plt.title(\"中午11点0分到12点之间的温度变化图示\", fontsize=20)\n",
    "\n",
    "## 1.6 图像保存\n",
    "# 保存图片到指定路径\n",
    "plt.savefig(\"test.png\")  # .pdf也可以\n",
    "\n",
    "# 3.显示图像\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "723d1801f8d565f1",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "# 2 在一个坐标系中绘制多个图像\n",
    "## 2.1 多次plot\n",
    "需求：再添加一个城市的温度变化\n",
    "```python\n",
    "# 增加北京的温度数据\n",
    "y_beijing = [random.uniform(1, 3) for i in x]\n",
    "\n",
    "# 绘制折线图\n",
    "plt.plot(x, y_shanghai)\n",
    "# 使用多次plot可以画多个折线\n",
    "plt.plot(x, y_beijing, color='r', linestyle='--')\n",
    "```\n",
    "## 2.2 设置图形风格\n",
    "\n",
    "| 颜色字符\t | 风格字符|\n",
    "|----------|--------------|\n",
    "| r 红色\t     | - 实线\t         | \n",
    "| g 绿色\t    | - - 虚线\t         | \n",
    "| b 蓝色\t    | -. 点划线\t | \n",
    "| w 白色\t     | : 点虚线  |\n",
    "| c 青色\t    | ' ' 留空、空格   |\n",
    "| m 洋红\t\t    | \t   |\n",
    "| y 黄色\t\t\t   | \t   |\n",
    "| k 黑色\t\t    | \t   |\n",
    "\n",
    "## 2.3 显示图例\n",
    "- 注意：如果只在plt.plot()中设置label还不能最终显示出图例，还需要通过plt.legend()将图例显示出来。\n",
    "```python\n",
    "# 绘制折线图\n",
    "plt.plot(x, y_shanghai, label=\"上海\")\n",
    "# 使用多次plot可以画多个折线\n",
    "plt.plot(x, y_beijing, color='r', linestyle='--', label=\"北京\")\n",
    "\n",
    "# 显示图例\n",
    "plt.legend(loc=\"best\")\n",
    "```\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f605fba62281534c",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "## 2.4 完整代码"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "448ec71bc3074033",
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-02-20T07:21:50.527255100Z",
     "start_time": "2024-02-20T07:21:50.299369200Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 2000x800 with 1 Axes>",
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 0.准备数据\n",
    "x = range(60)\n",
    "y_shanghai = [random.uniform(15, 18) for i in x]\n",
    "y_beijing = [random.uniform(1,3) for i in x]\n",
    "\n",
    "# 1.创建画布\n",
    "plt.figure(figsize=(20, 8), dpi=100)\n",
    "\n",
    "# 2.绘制图像\n",
    "plt.plot(x, y_shanghai, label=\"上海\")\n",
    "plt.plot(x, y_beijing, color=\"r\", linestyle=\"--\", label=\"北京\")\n",
    "\n",
    "# 2.1 添加x,y轴刻度\n",
    "# 构造x,y轴刻度标签\n",
    "x_ticks_label = [\"11点{}分\".format(i) for i in x]\n",
    "y_ticks = range(40)\n",
    "\n",
    "# 刻度显示\n",
    "plt.xticks(x[::5], x_ticks_label[::5])\n",
    "plt.yticks(y_ticks[::5])\n",
    "\n",
    "# 2.2 添加网格显示\n",
    "plt.grid(True, linestyle=\"--\", alpha=0.5)\n",
    "\n",
    "# 2.3 添加描述信息\n",
    "plt.xlabel(\"时间\")\n",
    "plt.ylabel(\"温度\")\n",
    "plt.title(\"中午11点--12点某城市温度变化图\", fontsize=20)\n",
    "\n",
    "# 2.4 图像保存\n",
    "plt.savefig(\"./test.png\")\n",
    "\n",
    "# 2.5 添加图例\n",
    "plt.legend(loc=0)\n",
    "\n",
    "\n",
    "# 3.图像显示\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "158341b5b92e9432",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "# 3 多个坐标系显示\n",
    "需求：将上海和北京的天气图显示在同一个图的不同坐标系当中\n",
    "可以通过subplots函数实现\n",
    "- matplotlib.pyplot.subplots(nrows=1, ncols=2, **fig_kw) 创建一个带有多个axes(坐标系/绘图区)的图\n",
    "    ```\n",
    "    Parameters:    \n",
    "    \n",
    "    nrows, ncols : 设置有几行几列坐标系\n",
    "        int, optional, default: 1, Number of rows/columns of the subplot grid.\n",
    "    \n",
    "    Returns:    \n",
    "    fig : 图对象\n",
    "    axes : 返回相应数量的坐标系\n",
    "    \n",
    "    设置标题等方法不同：\n",
    "        set_xticks\n",
    "        set_yticks\n",
    "        set_xlabel\n",
    "        set_ylabel\n",
    "    ```\n",
    "- 注意：plt.函数名()相当于面向过程的画图方法，axes.set_方法名()相当于面向对象的画图方法。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "39425109492beb37",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "完整代码："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "f5d1d04c0ae198d5",
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-02-20T07:21:50.963442200Z",
     "start_time": "2024-02-20T07:21:50.523256700Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 2000x800 with 2 Axes>",
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 0.准备数据\n",
    "x = range(60)\n",
    "y_shanghai = [random.uniform(15, 18) for i in x]\n",
    "y_beijing = [random.uniform(1, 5) for i in x]\n",
    "\n",
    "# 1.创建画布\n",
    "# plt.figure(figsize=(20, 8), dpi=100)\n",
    "fig, axes = plt.subplots(nrows=1, ncols=2, figsize=(20, 8), dpi=100)\n",
    "\n",
    "\n",
    "# 2.绘制图像\n",
    "# plt.plot(x, y_shanghai, label=\"上海\")\n",
    "# plt.plot(x, y_beijing, color=\"r\", linestyle=\"--\", label=\"北京\")\n",
    "axes[0].plot(x, y_shanghai, label=\"上海\")\n",
    "axes[1].plot(x, y_beijing, color=\"r\", linestyle=\"--\", label=\"北京\")\n",
    "\n",
    "# 2.1 添加x,y轴刻度\n",
    "# 构造x,y轴刻度标签\n",
    "x_ticks_label = [\"11点{}分\".format(i) for i in x]\n",
    "y_ticks = range(40)\n",
    "\n",
    "# 刻度显示\n",
    "# plt.xticks(x[::5], x_ticks_label[::5])\n",
    "# plt.yticks(y_ticks[::5])\n",
    "axes[0].set_xticks(x[::5])\n",
    "axes[0].set_yticks(y_ticks[::5])\n",
    "axes[0].set_xticklabels(x_ticks_label[::5])\n",
    "axes[1].set_xticks(x[::5])\n",
    "axes[1].set_yticks(y_ticks[::5])\n",
    "axes[1].set_xticklabels(x_ticks_label[::5])\n",
    "\n",
    "# 2.2 添加网格显示\n",
    "# plt.grid(True, linestyle=\"--\", alpha=0.5)\n",
    "axes[0].grid(True, linestyle=\"--\", alpha=0.5)\n",
    "axes[1].grid(True, linestyle=\"--\", alpha=0.5)\n",
    "\n",
    "# 2.3 添加描述信息\n",
    "# plt.xlabel(\"时间\")\n",
    "# plt.ylabel(\"温度\")\n",
    "# plt.title(\"中午11点--12点某城市温度变化图\", fontsize=20)\n",
    "axes[0].set_xlabel(\"时间\")\n",
    "axes[0].set_ylabel(\"温度\")\n",
    "axes[0].set_title(\"中午11点--12点某城市温度变化图\", fontsize=20)\n",
    "axes[1].set_xlabel(\"时间\")\n",
    "axes[1].set_ylabel(\"温度\")\n",
    "axes[1].set_title(\"中午11点--12点某城市温度变化图\", fontsize=20)\n",
    "\n",
    "# # 2.4 图像保存\n",
    "plt.savefig(\"./test.png\")\n",
    "\n",
    "# # 2.5 添加图例\n",
    "# plt.legend(loc=0)\n",
    "axes[0].legend(loc=0)\n",
    "axes[1].legend(loc=0)\n",
    "\n",
    "\n",
    "# 3.图像显示\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "139be0facdd35594",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "# 4 折线图的应用场景\n",
    "- 呈现公司产品(不同区域)每天活跃用户数\n",
    "- 呈现app每天下载数量\n",
    "- 呈现产品新功能上线后,用户点击次数随时间的变化"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97b58060e888f1da",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "## 拓展：画各种数学函数图像\n",
    "- 注意：plt.plot()除了可以画折线图，也可以用于画各种数学函数图像"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "97d6f5f191b85672",
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-02-20T07:21:51.139249500Z",
     "start_time": "2024-02-20T07:21:50.965435800Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 2000x800 with 1 Axes>",
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "# 0.准备数据\n",
    "x = np.linspace(-10, 10, 1000)\n",
    "y = np.sin(x)\n",
    "\n",
    "# 1.创建画布\n",
    "plt.figure(figsize=(20, 8), dpi=100)\n",
    "\n",
    "# 2.绘制函数图像\n",
    "plt.plot(x, y)\n",
    "# 2.1 添加网格显示\n",
    "plt.grid()\n",
    "\n",
    "# 3.显示图像\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dd3e69c8efc0e5e7",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "# 5 小结\n",
    "- 添加x,y轴刻度【知道】\n",
    "    - plt.xticks()\n",
    "    - plt.yticks()\n",
    "    > 注意:在传递进去的第一个参数必须是数字,不能是字符串,如果是字符串,需要使用两个参数的方法。\n",
    "- 添加网格显示【知道】\n",
    "    - plt.grid(linestyle=\"--\", alpha=0.5)\n",
    "- 添加描述信息【知道】\n",
    "    - plt.xlabel()\n",
    "    - plt.ylabel()\n",
    "    - plt.title()\n",
    "- 图像保存【知道】\n",
    "    - plt.savefig(\"路径\")\n",
    "- 多次plot（在一个坐标系中绘制多个图像）【了解】\n",
    "    - 直接进行添加就OK\n",
    "- 显示图例【知道】\n",
    "    - plt.legend(loc=\"best\")\n",
    "    > 注意:一定要在plt.plot()里面设置一个label,如果不设置,没法显示\n",
    "- 多个坐标系显示【了解】\n",
    "    - plt.subplots(nrows=, ncols=)\n",
    "- 折线图的应用【知道】\n",
    "    - 1.应用于观察数据的变化\n",
    "    - 2.可是画出一些数学函数图像"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
